期刊名称：International Journal of Advances in Engineering and Management
电子版ISSN：2395-5252
出版年度：2021
卷号：3
期号：9
页码：1597-1601
DOI：10.35629/5252-030914371450
语种：English
出版社：IJAEM JOURNAL
摘要：DZASS is a well crafted AIoT solution for monitoring heavy construction vehicles by Asia’s leading ConTech startup; viAct. As the nature of construction is extremely complex, manual monitoring of workplace hazards associated with heavy vehicles and machineries is extremely inaccurate. Such a situation is not only detrimental to the workers but also adds up to accidental costs and project delays as well. Thus, DZASS is specifically crafted solution to prevent clash of heavy machineries with humans, other machineries and surrounding objects in a construction job site. It uses the real-time object detection model viz. Yolox-tiny as the model architecture for higher accuracy in detection. The AP50 of the model was evaluated to be 92.4% in working environment demarcating the effectiveness of the model in construction job-site. Furthermore the system has additional benefits like high reliability, flexible usage and seamless connectivity that make DZASS an extraordinary product of viAct for making operations of heavy vehicles and machineries safer in construction sites.
